{"id":"W1496706723","doi":"10.1002/9781118445112.stat03865","title":"Stakeholder Participation in Risk Management Decision Making","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Business; Stakeholder analysis; Process (computing); Risk management; Community participation; Stakeholder engagement; Process management; Environmental resource management; Public relations; Political science; Computer science; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008332306,0.0003733054,0.0004622737,0.0006467822,0.0002224996,0.0001510697,0.0004604993,0.0002921946,0.008590474],"category_scores_gemma":[0.000272511,0.0003741988,0.00004356344,0.0004075689,0.0002239534,0.00007661994,0.0001508457,0.000423027,0.0006832896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276557,"about_ca_system_score_gemma":0.00009675601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003147354,"about_ca_topic_score_gemma":0.1238697,"domain_scores_codex":[0.9965134,0.0004837559,0.0006422206,0.0006744929,0.00103046,0.0006556381],"domain_scores_gemma":[0.9984468,0.0002104355,0.0005432985,0.0005326922,0.0000934785,0.0001733006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002899739,0.0002656176,0.001006751,0.00009206666,0.00004478644,0.00002800334,0.001025967,0.0001233834,1.224e-7,0.08008803,0.4390864,0.4782099],"study_design_scores_gemma":[0.0005768238,0.00005459273,0.007879588,0.0008958766,0.00009934301,9.597516e-8,0.001161093,0.0006521485,3.59428e-8,0.01533174,0.9728839,0.0004647497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000299939,0.0003130374,0.4322113,0.00009488746,0.0009193857,0.001344813,0.003926562,0.0003382872,0.5605518],"genre_scores_gemma":[0.01935923,0.05742801,0.4382976,0.0005294142,0.0006842659,0.0001965338,0.002542726,0.0005386987,0.4804235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5337976,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07784065897847563,"score_gpt":0.4010617913342502,"score_spread":0.3232211323557746,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}